James C. R. Whittington

According to our database, James C. R. Whittington authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Don't Cut Corners: Exact Conditions for Modularity in Biologically Inspired Representations.

Will Dorrell, Kyle Hsu, Luke Hollingsworth, Jin Hwa Lee, Jiajun Wu, Chelsea Finn, Peter E. Latham, Timothy Edward John Behrens, James C. R. Whittington

CoRR, 2024

2023

Disentanglement via Latent Quantization.

Kyle Hsu, William Dorrell, James C. R. Whittington, Jiajun Wu, Chelsea Finn

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Disentanglement with Biological Constraints: A Theory of Functional Cell Types.

James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Behrens

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Actionable Neural Representations: Grid Cells from Minimal Constraints.

Will Dorrell, Peter E. Latham, Tim E. J. Behrens, James C. R. Whittington

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Disentangling with Biological Constraints: A Theory of Functional Cell Types.

James C. R. Whittington, Will Dorrell, Surya Ganguli, Timothy Edward John Behrens

CoRR, 2022

How to build a cognitive map: insights from models of the hippocampal formation.

James C. R. Whittington, David McCaffary, Jacob J. W. Bakermans, Timothy Edward John Behrens

CoRR, 2022

Relating transformers to models and neural representations of the hippocampal formation.

James C. R. Whittington, Joseph Warren, Tim E. J. Behrens

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Constellation: Learning relational abstractions over objects for compositional imagination.

James C. R. Whittington, Rishabh Kabra, Loic Matthey, Christopher P. Burgess, Alexander Lerchner

CoRR, 2021

2019

A Bayesian account of learning and generalising representations in the brain.

James C. R. Whittington

PhD thesis, 2019

2018

Generalisation of structural knowledge in the Hippocampal-Entorhinal system.

James C. R. Whittington, Timothy H. Muller, Caswell Barry, Timothy Edward John Behrens

CoRR, 2018

Generalisation of structural knowledge in the hippocampal-entorhinal system.

James C. R. Whittington, Timothy H. Muller, Shirely Mark, Caswell Barry, Tim E. J. Behrens

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.

James C. R. Whittington, Rafal Bogacz

Neural Comput., 2017